{"id":"https://openalex.org/W2061313293","doi":"https://doi.org/10.1142/s0218126610006074","title":"FACTOR ANALYSIS FOR CROSS-PLATFORM TUMOR CLASSIFICATION BASED ON GENE EXPRESSION PROFILES","display_name":"FACTOR ANALYSIS FOR CROSS-PLATFORM TUMOR CLASSIFICATION BASED ON GENE EXPRESSION PROFILES","publication_year":2010,"publication_date":"2010-02-01","ids":{"openalex":"https://openalex.org/W2061313293","doi":"https://doi.org/10.1142/s0218126610006074","mag":"2061313293"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126610006074","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126610006074","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002170064","display_name":"Shu-Lin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"SHU-LIN WANG","raw_affiliation_strings":["Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China","School of Computer and Communication, Hunan University, Changsha, Hunan 410082, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China","institution_ids":["https://openalex.org/I4210099079"]},{"raw_affiliation_string":"School of Computer and Communication, Hunan University, Changsha, Hunan 410082, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110740283","display_name":"Jie Gui","orcid":"https://orcid.org/0000-0002-9450-1759"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JIE GUI","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, Anhui 230026, China","Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, Anhui 230026, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China","institution_ids":["https://openalex.org/I4210099079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100640671","display_name":"Xueling Li","orcid":"https://orcid.org/0000-0001-5002-448X"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XUELING LI","raw_affiliation_strings":["Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Science, Heifei, Anhui 230031, China","institution_ids":["https://openalex.org/I4210099079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002170064"],"corresponding_institution_ids":["https://openalex.org/I16609230","https://openalex.org/I4210099079"],"apc_list":null,"apc_paid":null,"fwci":0.2722,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.5943226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"19","issue":"01","first_page":"243","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8992280960083008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559939980506897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6009531021118164},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5552896857261658},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.519111156463623},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.49927783012390137},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48856863379478455},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.4685925841331482},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46114403009414673},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.45410048961639404},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4437461197376251},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40748998522758484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40456971526145935},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16832679510116577}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8992280960083008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559939980506897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6009531021118164},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5552896857261658},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.519111156463623},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.49927783012390137},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48856863379478455},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.4685925841331482},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46114403009414673},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.45410048961639404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4437461197376251},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40748998522758484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40456971526145935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16832679510116577},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126610006074","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126610006074","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W140763428","https://openalex.org/W1523843467","https://openalex.org/W1554825545","https://openalex.org/W1571917377","https://openalex.org/W1670152641","https://openalex.org/W1768164166","https://openalex.org/W1966701961","https://openalex.org/W1995471966","https://openalex.org/W2004656689","https://openalex.org/W2019653925","https://openalex.org/W2035751541","https://openalex.org/W2040911831","https://openalex.org/W2041282815","https://openalex.org/W2063262040","https://openalex.org/W2064208261","https://openalex.org/W2068832495","https://openalex.org/W2080400869","https://openalex.org/W2102794349","https://openalex.org/W2105432836","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2113847750","https://openalex.org/W2116449426","https://openalex.org/W2121111814","https://openalex.org/W2123172482","https://openalex.org/W2124704116","https://openalex.org/W2132549764","https://openalex.org/W2133199783","https://openalex.org/W2143426320","https://openalex.org/W2145955247","https://openalex.org/W2147339185","https://openalex.org/W2148603752","https://openalex.org/W2153513366","https://openalex.org/W2159400887","https://openalex.org/W2797177778","https://openalex.org/W3015973740","https://openalex.org/W4246697467","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4312407344","https://openalex.org/W2100523380","https://openalex.org/W2019678805","https://openalex.org/W2080355854","https://openalex.org/W2388825802"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"on":[2,6,90,130,142,157],"tumor":[3,87,95,149,154],"classification":[4,109,139],"based":[5],"feature":[7,39],"extraction":[8,40],"from":[9],"gene":[10,59],"expression":[11,60],"profiles":[12],"(GEP)":[13],"were":[14],"proven":[15],"to":[16,27,69,82],"be":[17],"effective,":[18],"but":[19],"some":[20,28],"of":[21,46,58,74,93,107,121],"such":[22],"methods":[23],"lack":[24],"biomedical":[25,47],"meaning":[26],"extent.":[29],"To":[30],"deal":[31],"with":[32,151],"this":[33],"problem,":[34],"we":[35],"proposed":[36,100],"a":[37,72,118],"novel":[38],"method":[41,63,101],"whose":[42],"experimental":[43,159],"results":[44,134],"are":[45],"interpretability":[48],"and":[49,77,110],"helpful":[50],"for":[51,86],"gaining":[52],"insight":[53],"into":[54],"the":[55,99,105,138,152],"structure":[56],"analysis":[57,81],"dataset.":[61],"This":[62],"first":[64],"applied":[65],"rank":[66],"sum":[67],"test":[68,131],"roughly":[70],"select":[71],"set":[73],"informative":[75,122],"genes":[76],"then":[78],"adopted":[79],"factor":[80],"extract":[83],"latent":[84,113],"factors":[85],"classification.":[88],"Experiments":[89],"three":[91],"pairs":[92],"cross-platform":[94,108],"datasets":[96],"indicated":[97],"that":[98,137],"can":[102,116,145],"obviously":[103],"improve":[104],"performance":[106],"only":[111],"several":[112],"factors,":[114],"which":[115],"represent":[117],"large":[119],"number":[120],"genes,":[123],"would":[124],"obtain":[125],"very":[126],"high":[127],"predictive":[128],"accuracy":[129],"set.":[132],"The":[133],"also":[135],"suggested":[136],"model":[140],"trained":[141],"one":[143],"dataset":[144,150],"successfully":[146],"predict":[147],"another":[148],"same":[153],"subtype":[155],"obtained":[156],"different":[158],"platforms.":[160]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
